Table Data - All Employees: Professional and Business Services: Services to Buildings and Dwellings in Pennsylvania
| Title | All Employees: Professional and Business Services: Services to Buildings and Dwellings in Pennsylvania |
|---|---|
| Series ID | SMU42000006056170001SA |
| Source | U.S. Bureau of Labor Statistics, Federal Reserve Bank of St. Louis |
| Release | State and Metro Area Employment, Hours, and Earnings (Not a Press Release) |
| Seasonal Adjustment | Seasonally Adjusted |
| Frequency | Monthly |
| Units | Thousands of Persons |
| Date Range | 1990-01-01 to 2025-11-01 |
| Last Updated | 2026-01-07 10:46 PM CST |
| Notes | The Federal Reserve Bank of St. Louis seasonally adjusts this series by using the 'statsmodels' library from Python with default parameter settings. The package uses the U.S. Bureau of the Census X-13ARIMA-SEATS Seasonal Adjustment Program. More information on the 'statsmodels' X-13ARIMA-SEATS package can be found here. More information on X-13ARIMA-SEATS can be found here. Many series include both seasonally adjusted (SA) and not seasonally adjusted (NSA) data. Occasionally, updates to the data will not include sufficient seasonal factors to trigger a seasonal adjustment. In these cases, the NSA series will be updated normally; but the SA series will also be updated with the NSA data. The NSA series can be located here here. Some seasonally adjusted series may exhibit negative values because they are created from a seasonal adjustment process regardless of the actual meaning or interpretation of the given indicator. |
| DATE | VALUE |
|---|---|
| 1990-01-01 | 52.4191534825877 |
| 1990-02-01 | 52.5106598982267 |
| 1990-03-01 | 52.9233034810818 |
| 1990-04-01 | 52.3783136922705 |
| 1990-05-01 | 51.9083651626490 |
| 1990-06-01 | 52.4120208751056 |
| 1990-07-01 | 52.4161339279680 |
| 1990-08-01 | 52.8164097682762 |
| 1990-09-01 | 52.7898664829044 |
| 1990-10-01 | 52.8348207301405 |
| 1990-11-01 | 53.0249976902758 |
| 1990-12-01 | 53.1029116239451 |
| 1991-01-01 | 53.1613284968718 |
| 1991-02-01 | 52.8838853695771 |
| 1991-03-01 | 52.7004405307658 |
| 1991-04-01 | 52.6499084916009 |
| 1991-05-01 | 52.3665470294749 |
| 1991-06-01 | 52.2417680652798 |
| 1991-07-01 | 51.2815575937396 |
| 1991-08-01 | 51.5582326758212 |
| 1991-09-01 | 51.6967932127968 |
| 1991-10-01 | 51.8997199549444 |
| 1991-11-01 | 52.0820226111757 |
| 1991-12-01 | 51.8498658762345 |
| 1992-01-01 | 52.3036537325316 |
| 1992-02-01 | 52.1020408786480 |
| 1992-03-01 | 51.4956471316573 |
| 1992-04-01 | 51.8120558163228 |
| 1992-05-01 | 52.0788427965442 |
| 1992-06-01 | 52.3310346565103 |
| 1992-07-01 | 52.5423691798652 |
| 1992-08-01 | 52.5328366850629 |
| 1992-09-01 | 52.5015893352183 |
| 1992-10-01 | 53.0301610674804 |
| 1992-11-01 | 52.7596469007545 |
| 1992-12-01 | 52.6896424018591 |
| 1993-01-01 | 52.6163929429503 |
| 1993-02-01 | 52.8044031045805 |
| 1993-03-01 | 51.0643395381816 |
| 1993-04-01 | 53.6640764322187 |
| 1993-05-01 | 53.7395655701981 |
| 1993-06-01 | 52.5210724735987 |
| 1993-07-01 | 53.8939864715004 |
| 1993-08-01 | 53.9178238216535 |
| 1993-09-01 | 54.6292741448900 |
| 1993-10-01 | 54.0759417451375 |
| 1993-11-01 | 53.9566200107075 |
| 1993-12-01 | 54.0645662711304 |
| 1994-01-01 | 53.8661275105171 |
| 1994-02-01 | 53.8414229044572 |
| 1994-03-01 | 52.5062650593621 |
| 1994-04-01 | 53.9280911025726 |
| 1994-05-01 | 53.8072908917893 |
| 1994-06-01 | 53.5377465034187 |
| 1994-07-01 | 53.8912271516177 |
| 1994-08-01 | 53.8147252560715 |
| 1994-09-01 | 53.7907447785948 |
| 1994-10-01 | 53.4335201066834 |
| 1994-11-01 | 53.4137239890929 |
| 1994-12-01 | 53.1312015881884 |
| 1995-01-01 | 54.0728108717234 |
| 1995-02-01 | 54.1728974904345 |
| 1995-03-01 | 55.0476983563686 |
| 1995-04-01 | 54.1194857928074 |
| 1995-05-01 | 53.6993852473453 |
| 1995-06-01 | 53.8594695166804 |
| 1995-07-01 | 53.4088837629461 |
| 1995-08-01 | 53.4371242115464 |
| 1995-09-01 | 53.4613114668616 |
| 1995-10-01 | 53.2507481350448 |
| 1995-11-01 | 53.5632051619649 |
| 1995-12-01 | 53.7690625812321 |
| 1996-01-01 | 53.0566912295915 |
| 1996-02-01 | 53.9223668967996 |
| 1996-03-01 | 53.9814040978764 |
| 1996-04-01 | 53.9940393948902 |
| 1996-05-01 | 54.7344804439536 |
| 1996-06-01 | 54.7093683756977 |
| 1996-07-01 | 54.7204206585168 |
| 1996-08-01 | 55.0956733897130 |
| 1996-09-01 | 54.8897296692778 |
| 1996-10-01 | 54.7982055977901 |
| 1996-11-01 | 54.7587765252779 |
| 1996-12-01 | 54.2722004047981 |
| 1997-01-01 | 54.7925938532257 |
| 1997-02-01 | 54.9719238628761 |
| 1997-03-01 | 54.5265851262218 |
| 1997-04-01 | 54.9509367047297 |
| 1997-05-01 | 55.1395551828813 |
| 1997-06-01 | 55.2058189089875 |
| 1997-07-01 | 55.2621150875059 |
| 1997-08-01 | 55.4795944160242 |
| 1997-09-01 | 55.5663491063042 |
| 1997-10-01 | 55.8504164670330 |
| 1997-11-01 | 55.5604950901408 |
| 1997-12-01 | 55.5518418738702 |
| 1998-01-01 | 54.1547825086081 |
| 1998-02-01 | 53.6260459546545 |
| 1998-03-01 | 54.2621859701771 |
| 1998-04-01 | 58.1369966394256 |
| 1998-05-01 | 58.0691660546143 |
| 1998-06-01 | 58.1515896840575 |
| 1998-07-01 | 59.0605028189261 |
| 1998-08-01 | 58.8959859547471 |
| 1998-09-01 | 59.0159706347689 |
| 1998-10-01 | 59.6252758720815 |
| 1998-11-01 | 59.6473972466547 |
| 1998-12-01 | 60.4115168512662 |
| 1999-01-01 | 60.9604934174373 |
| 1999-02-01 | 61.1203513029981 |
| 1999-03-01 | 65.9472525898379 |
| 1999-04-01 | 61.2934866835545 |
| 1999-05-01 | 61.3684344458232 |
| 1999-06-01 | 61.3761125636170 |
| 1999-07-01 | 60.6777280173715 |
| 1999-08-01 | 60.3535099087149 |
| 1999-09-01 | 61.0345722106458 |
| 1999-10-01 | 61.0910794675737 |
| 1999-11-01 | 61.6513530812213 |
| 1999-12-01 | 62.3974767535883 |
| 2000-01-01 | 62.2778206187518 |
| 2000-02-01 | 61.9154677310421 |
| 2000-03-01 | 63.6028509611934 |
| 2000-04-01 | 63.2789777332207 |
| 2000-05-01 | 62.6590972478932 |
| 2000-06-01 | 62.7239032313387 |
| 2000-07-01 | 63.4484736018789 |
| 2000-08-01 | 63.5626418192862 |
| 2000-09-01 | 63.9799983959342 |
| 2000-10-01 | 63.7384987804246 |
| 2000-11-01 | 63.8064560215350 |
| 2000-12-01 | 63.7496836160227 |
| 2001-01-01 | 64.3472001436248 |
| 2001-02-01 | 65.1717986800950 |
| 2001-03-01 | 64.7365781520307 |
| 2001-04-01 | 64.2065073517275 |
| 2001-05-01 | 64.5894132123860 |
| 2001-06-01 | 64.8203733111643 |
| 2001-07-01 | 64.6089733813361 |
| 2001-08-01 | 64.4539144347231 |
| 2001-09-01 | 64.3994515914219 |
| 2001-10-01 | 64.6160218562648 |
| 2001-11-01 | 64.4351824835820 |
| 2001-12-01 | 64.3044457773819 |
| 2002-01-01 | 64.6008690031991 |
| 2002-02-01 | 64.7012086407201 |
| 2002-03-01 | 65.1070470561146 |
| 2002-04-01 | 65.1969090780539 |
| 2002-05-01 | 65.1904941526548 |
| 2002-06-01 | 65.2477326671535 |
| 2002-07-01 | 65.1155751534113 |
| 2002-08-01 | 64.9144817264640 |
| 2002-09-01 | 64.7832615642289 |
| 2002-10-01 | 65.2539333706781 |
| 2002-11-01 | 65.6393806118027 |
| 2002-12-01 | 65.9047185653462 |
| 2003-01-01 | 66.9425071082753 |
| 2003-02-01 | 66.3203280039115 |
| 2003-03-01 | 64.8756416353047 |
| 2003-04-01 | 66.7656358011163 |
| 2003-05-01 | 67.1383487261688 |
| 2003-06-01 | 66.7744878888912 |
| 2003-07-01 | 67.0585578651713 |
| 2003-08-01 | 67.4897936384291 |
| 2003-09-01 | 67.7391422357588 |
| 2003-10-01 | 67.6082561138358 |
| 2003-11-01 | 67.7460625653248 |
| 2003-12-01 | 67.8092919511572 |
| 2004-01-01 | 68.7421134470199 |
| 2004-02-01 | 67.2447870484885 |
| 2004-03-01 | 67.7217032674427 |
| 2004-04-01 | 68.1666447517399 |
| 2004-05-01 | 68.2303536911889 |
| 2004-06-01 | 68.4415401398647 |
| 2004-07-01 | 68.6556298476717 |
| 2004-08-01 | 68.6765294373791 |
| 2004-09-01 | 68.4964522992097 |
| 2004-10-01 | 68.3253951050689 |
| 2004-11-01 | 68.2814829215296 |
| 2004-12-01 | 68.6244090759850 |
| 2005-01-01 | 67.8706501826602 |
| 2005-02-01 | 67.4661291808498 |
| 2005-03-01 | 66.9275722433023 |
| 2005-04-01 | 69.8155057894980 |
| 2005-05-01 | 69.8011574045230 |
| 2005-06-01 | 69.7233190868279 |
| 2005-07-01 | 69.8867766475394 |
| 2005-08-01 | 69.8157672135241 |
| 2005-09-01 | 70.1517928422715 |
| 2005-10-01 | 69.6009400861923 |
| 2005-11-01 | 69.7456020906659 |
| 2005-12-01 | 69.4727673214313 |
| 2006-01-01 | 70.1976975869980 |
| 2006-02-01 | 71.0662055394938 |
| 2006-03-01 | 71.4724810552822 |
| 2006-04-01 | 71.4847092598641 |
| 2006-05-01 | 71.1287663741808 |
| 2006-06-01 | 71.4262697356494 |
| 2006-07-01 | 71.3285815987135 |
| 2006-08-01 | 71.6804289356590 |
| 2006-09-01 | 71.8584600280907 |
| 2006-10-01 | 72.1508434567994 |
| 2006-11-01 | 72.1645992992816 |
| 2006-12-01 | 71.8986410127712 |
| 2007-01-01 | 71.6829653205790 |
| 2007-02-01 | 71.6952117789663 |
| 2007-03-01 | 71.1763167447555 |
| 2007-04-01 | 72.1869188881697 |
| 2007-05-01 | 72.7159325105426 |
| 2007-06-01 | 73.2294170073167 |
| 2007-07-01 | 73.3921501730567 |
| 2007-08-01 | 73.3484338835721 |
| 2007-09-01 | 73.4728922869983 |
| 2007-10-01 | 72.9477959154615 |
| 2007-11-01 | 73.4663962287391 |
| 2007-12-01 | 73.5601171871915 |
| 2008-01-01 | 73.5741620638300 |
| 2008-02-01 | 73.3499224607138 |
| 2008-03-01 | 73.1269355567151 |
| 2008-04-01 | 73.4745836455400 |
| 2008-05-01 | 73.5449830483248 |
| 2008-06-01 | 73.2282392957522 |
| 2008-07-01 | 73.3632785110685 |
| 2008-08-01 | 73.2118556507333 |
| 2008-09-01 | 72.8097811892452 |
| 2008-10-01 | 73.0360238103105 |
| 2008-11-01 | 72.2716821479123 |
| 2008-12-01 | 71.7980587941648 |
| 2009-01-01 | 72.1508274251823 |
| 2009-02-01 | 71.5603410222918 |
| 2009-03-01 | 71.0673636007273 |
| 2009-04-01 | 70.6954090113874 |
| 2009-05-01 | 70.9909438791478 |
| 2009-06-01 | 70.7416853837633 |
| 2009-07-01 | 70.4752301506419 |
| 2009-08-01 | 70.5688661291061 |
| 2009-09-01 | 70.9199368726402 |
| 2009-10-01 | 71.0692370355913 |
| 2009-11-01 | 71.1244214536686 |
| 2009-12-01 | 72.0642599281343 |
| 2010-01-01 | 71.6536051537059 |
| 2010-02-01 | 72.9306385644964 |
| 2010-03-01 | 71.0120916665388 |
| 2010-04-01 | 72.8459091718710 |
| 2010-05-01 | 72.6508531732447 |
| 2010-06-01 | 72.6620536503330 |
| 2010-07-01 | 72.4101153089884 |
| 2010-08-01 | 72.7037757338863 |
| 2010-09-01 | 72.4891299707547 |
| 2010-10-01 | 72.8278610281564 |
| 2010-11-01 | 73.1831278058593 |
| 2010-12-01 | 73.2882723515218 |
| 2011-01-01 | 74.9725556459553 |
| 2011-02-01 | 73.4801143416499 |
| 2011-03-01 | 73.8115510339441 |
| 2011-04-01 | 73.5501019152620 |
| 2011-05-01 | 73.7090666007036 |
| 2011-06-01 | 74.1445477321799 |
| 2011-07-01 | 74.1289390306665 |
| 2011-08-01 | 73.9962890720997 |
| 2011-09-01 | 74.4925710333528 |
| 2011-10-01 | 74.4700967072219 |
| 2011-11-01 | 74.8228472602114 |
| 2011-12-01 | 74.7599880619618 |
| 2012-01-01 | 75.3055910300339 |
| 2012-02-01 | 75.2601391177127 |
| 2012-03-01 | 77.0853516875182 |
| 2012-04-01 | 75.5470820551534 |
| 2012-05-01 | 74.3790403161767 |
| 2012-06-01 | 74.0445413451632 |
| 2012-07-01 | 72.9037207775621 |
| 2012-08-01 | 73.2364441488489 |
| 2012-09-01 | 73.4005554370520 |
| 2012-10-01 | 73.6176898613528 |
| 2012-11-01 | 73.5151137920145 |
| 2012-12-01 | 73.1784363035688 |
| 2013-01-01 | 72.2587062043991 |
| 2013-02-01 | 72.7481886377023 |
| 2013-03-01 | 72.5800776879056 |
| 2013-04-01 | 73.0793239366586 |
| 2013-05-01 | 73.3466245726651 |
| 2013-06-01 | 73.3054071652412 |
| 2013-07-01 | 73.8707344330907 |
| 2013-08-01 | 74.3174553904960 |
| 2013-09-01 | 74.2247002549924 |
| 2013-10-01 | 74.0735719132416 |
| 2013-11-01 | 74.1929736875588 |
| 2013-12-01 | 73.8282648298615 |
| 2014-01-01 | 74.9838441674673 |
| 2014-02-01 | 75.3078198703832 |
| 2014-03-01 | 72.8496861212015 |
| 2014-04-01 | 74.9270709480116 |
| 2014-05-01 | 75.5237422146816 |
| 2014-06-01 | 75.9360405804236 |
| 2014-07-01 | 75.6741312434554 |
| 2014-08-01 | 75.9275201483967 |
| 2014-09-01 | 75.9096756767369 |
| 2014-10-01 | 75.4995174659459 |
| 2014-11-01 | 75.4093435641287 |
| 2014-12-01 | 75.3832730685752 |
| 2015-01-01 | 75.4488516150155 |
| 2015-02-01 | 75.6551425222552 |
| 2015-03-01 | 72.9969478584999 |
| 2015-04-01 | 75.5788326884228 |
| 2015-05-01 | 76.6252059677653 |
| 2015-06-01 | 76.2024022501094 |
| 2015-07-01 | 76.5038856187989 |
| 2015-08-01 | 76.3488097488117 |
| 2015-09-01 | 76.0920289056170 |
| 2015-10-01 | 76.4273672117607 |
| 2015-11-01 | 76.3863494126689 |
| 2015-12-01 | 76.1370705554963 |
| 2016-01-01 | 76.3633169376999 |
| 2016-02-01 | 76.4765977428044 |
| 2016-03-01 | 76.7443567431799 |
| 2016-04-01 | 77.5036945341110 |
| 2016-05-01 | 76.9522547741165 |
| 2016-06-01 | 76.7949675432507 |
| 2016-07-01 | 76.6155696077535 |
| 2016-08-01 | 76.4315809229193 |
| 2016-09-01 | 76.7418681131737 |
| 2016-10-01 | 76.8339189098831 |
| 2016-11-01 | 77.1182301195143 |
| 2016-12-01 | 77.1861418817943 |
| 2017-01-01 | 76.9917539999378 |
| 2017-02-01 | 77.3032932329544 |
| 2017-03-01 | 77.0400546610437 |
| 2017-04-01 | 77.6535229095936 |
| 2017-05-01 | 77.5539657389102 |
| 2017-06-01 | 77.4206067268050 |
| 2017-07-01 | 77.1275315673764 |
| 2017-08-01 | 77.4344751696886 |
| 2017-09-01 | 77.3757417008866 |
| 2017-10-01 | 77.3776926281429 |
| 2017-11-01 | 77.0822503159553 |
| 2017-12-01 | 77.7586134715330 |
| 2018-01-01 | 77.9866392500169 |
| 2018-02-01 | 77.5238953367679 |
| 2018-03-01 | 76.7450422381536 |
| 2018-04-01 | 76.5930655058735 |
| 2018-05-01 | 77.7360839185524 |
| 2018-06-01 | 78.5755860721624 |
| 2018-07-01 | 78.3176035276233 |
| 2018-08-01 | 78.2770331944359 |
| 2018-09-01 | 77.8131157569961 |
| 2018-10-01 | 77.7264733675793 |
| 2018-11-01 | 77.8423140995349 |
| 2018-12-01 | 77.7546853843652 |
| 2019-01-01 | 77.9926792707148 |
| 2019-02-01 | 78.3464934204780 |
| 2019-03-01 | 76.1490318810835 |
| 2019-04-01 | 78.3532148728876 |
| 2019-05-01 | 78.5047153376627 |
| 2019-06-01 | 78.3504244147790 |
| 2019-07-01 | 78.5265389156459 |
| 2019-08-01 | 78.5125131458871 |
| 2019-09-01 | 78.3520188359143 |
| 2019-10-01 | 77.9320362055522 |
| 2019-11-01 | 77.5292509247686 |
| 2019-12-01 | 76.8141203418431 |
| 2020-01-01 | 77.4377123885525 |
| 2020-02-01 | 75.7004974890619 |
| 2020-03-01 | 76.2060454687931 |
| 2020-04-01 | 64.1274918735292 |
| 2020-05-01 | 68.9046656749577 |
| 2020-06-01 | 70.9569681218090 |
| 2020-07-01 | 71.4717028494408 |
| 2020-08-01 | 72.0119935347398 |
| 2020-09-01 | 72.9915272684536 |
| 2020-10-01 | 74.0469033434579 |
| 2020-11-01 | 74.5456348682814 |
| 2020-12-01 | 74.9617711597802 |
| 2021-01-01 | 74.1641967734279 |
| 2021-02-01 | 75.7187862951401 |
| 2021-03-01 | 73.1694145799852 |
| 2021-04-01 | 76.1834336487481 |
| 2021-05-01 | 75.8061695495513 |
| 2021-06-01 | 75.5663524081504 |
| 2021-07-01 | 76.1636489069941 |
| 2021-08-01 | 76.2022241945683 |
| 2021-09-01 | 76.3910793958223 |
| 2021-10-01 | 77.0847269520106 |
| 2021-11-01 | 77.6907660140436 |
| 2021-12-01 | 78.2655356262240 |
| 2022-01-01 | 78.2183889187677 |
| 2022-02-01 | 77.6451482574608 |
| 2022-03-01 | 78.2609147122886 |
| 2022-04-01 | 78.4337722667681 |
| 2022-05-01 | 77.9643164217183 |
| 2022-06-01 | 77.7590493973138 |
| 2022-07-01 | 77.9541827717433 |
| 2022-08-01 | 77.8664578882004 |
| 2022-09-01 | 77.8239464586004 |
| 2022-10-01 | 77.7783119329171 |
| 2022-11-01 | 78.1339003741099 |
| 2022-12-01 | 77.8742704458461 |
| 2023-01-01 | 77.5846579047704 |
| 2023-02-01 | 77.4997212383953 |
| 2023-03-01 | 77.8771691474543 |
| 2023-04-01 | 77.7113139146461 |
| 2023-05-01 | 77.6750777384531 |
| 2023-06-01 | 77.5054331674353 |
| 2023-07-01 | 77.1196643613087 |
| 2023-08-01 | 77.3470498244306 |
| 2023-09-01 | 77.6697281640447 |
| 2023-10-01 | 77.3497130772938 |
| 2023-11-01 | 76.3875510749967 |
| 2023-12-01 | 76.0316885553749 |
| 2024-01-01 | 77.1819607059833 |
| 2024-02-01 | 78.0292795319122 |
| 2024-03-01 | 78.0939127572165 |
| 2024-04-01 | 78.2036761334474 |
| 2024-05-01 | 78.6992769074283 |
| 2024-06-01 | 78.9113193840690 |
| 2024-07-01 | 78.3732909700044 |
| 2024-08-01 | 78.2763233053728 |
| 2024-09-01 | 78.2560893118305 |
| 2024-10-01 | 77.7365197327167 |
| 2024-11-01 | 77.3001795667184 |
| 2024-12-01 | 80.0665632451148 |
| 2025-01-01 | 82.2168026515467 |
| 2025-02-01 | 83.0325870179886 |
| 2025-03-01 | 81.5522966091204 |
| 2025-04-01 | 80.1107785305464 |
| 2025-05-01 | 79.8236742929447 |
| 2025-06-01 | 81.2962233616489 |
| 2025-07-01 | 81.7954560443661 |
| 2025-08-01 | 82.1779646942783 |
| 2025-09-01 | 79.2207874327415 |
| 2025-10-01 | 79.9223920389350 |
| 2025-11-01 | 80.6528738295874 |